{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "92f37990-8d58-4053-9b96-169006fb4446",
   "metadata": {},
   "source": [
    "# 在自定义数据集上微调GIT模型进行图像描述\n",
    "\n",
    "在本笔记本中，我们将在一个小型图像描述数据集上微调[GIT](https://huggingface.co/docs/transformers/main/en/model_doc/git)（GenerativeImage2Text的缩写）模型。\n",
    "\n",
    "GIT在编写本文时是最先进的图像/视频描述和问答（QA）模型。\n",
    "\n",
    "## 环境设置\n",
    "**环境配置：**\n",
    "\n",
    "1. MindSpore 2.3.0\n",
    "2. Mindnlp 0.3.1\n",
    "3. Python 3.9\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "728175b8-7e57-422b-933d-4e94dfa14c04",
   "metadata": {},
   "source": [
    "**使用华为云 ModelArts 作为AI平台**\n",
    "\n",
    "在环境搭建部分，使用了AI gallery社区中相关mindnlp项目搭建mindnlp环境的代码。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02b4e596-9e04-47eb-bd7e-b885a12f2ce6",
   "metadata": {},
   "source": [
    "### 环境配置\n",
    "\n",
    "配置python3.9环境"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "41afd27c-ff46-498a-8c7e-06a537014059",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%capture captured_output\n",
    "!/home/ma-user/anaconda3/bin/conda create -n python-3.9.0 python=3.9.0 -y --override-channels --channel https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main\n",
    "!/home/ma-user/anaconda3/envs/python-3.9.0/bin/pip install ipykernel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c77fc1ea-1741-4729-a82d-330f405a6466",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import os\n",
    "\n",
    "data = {\n",
    "   \"display_name\": \"python-3.9.0\",\n",
    "   \"env\": {\n",
    "      \"PATH\": \"/home/ma-user/anaconda3/envs/python-3.9.0/bin:/home/ma-user/anaconda3/envs/python-3.7.10/bin:/modelarts/authoring/notebook-conda/bin:/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/home/ma-user/modelarts/ma-cli/bin:/home/ma-user/modelarts/ma-cli/bin\"\n",
    "   },\n",
    "   \"language\": \"python\",\n",
    "   \"argv\": [\n",
    "      \"/home/ma-user/anaconda3/envs/python-3.9.0/bin/python\",\n",
    "      \"-m\",\n",
    "      \"ipykernel\",\n",
    "      \"-f\",\n",
    "      \"{connection_file}\"\n",
    "   ]\n",
    "}\n",
    "\n",
    "if not os.path.exists(\"/home/ma-user/anaconda3/share/jupyter/kernels/python-3.9.0/\"):\n",
    "    os.mkdir(\"/home/ma-user/anaconda3/share/jupyter/kernels/python-3.9.0/\")\n",
    "\n",
    "with open('/home/ma-user/anaconda3/share/jupyter/kernels/python-3.9.0/kernel.json', 'w') as f:\n",
    "    json.dump(data, f, indent=4)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f32fdc38-4dc9-4022-82ba-699e9b64edb9",
   "metadata": {},
   "source": [
    "*注：以上代码执行完成后，需点击左上角或右上角将kernel更换为python-3.10.0*\n",
    "\n",
    "2. 安装mindspore2.3.0，安装指南详见：[MindSpore安装](https://www.mindspore.cn/install/)\n",
    "\n",
    "3. 安装MindNLP及相关依赖，MindNLP官方仓详见：[MindNLP](https://github.com/mindspore-lab/mindnlp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "aa11035a-67bd-41f2-b2a8-05f005e49efd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking in indexes: http://repo.myhuaweicloud.com/repository/pypi/simple\n",
      "Requirement already satisfied: mindspore==2.3.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (2.3.0)\n",
      "Requirement already satisfied: numpy<2.0.0,>=1.20.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (1.26.4)\n",
      "Requirement already satisfied: protobuf>=3.13.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (6.30.2)\n",
      "Requirement already satisfied: asttokens>=2.0.4 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (3.0.0)\n",
      "Requirement already satisfied: pillow>=6.2.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (11.2.1)\n",
      "Requirement already satisfied: scipy>=1.5.4 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (1.13.1)\n",
      "Requirement already satisfied: packaging>=20.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (25.0)\n",
      "Requirement already satisfied: psutil>=5.6.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (7.0.0)\n",
      "Requirement already satisfied: astunparse>=1.6.3 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore==2.3.0) (1.6.3)\n",
      "Requirement already satisfied: wheel<1.0,>=0.23.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from astunparse>=1.6.3->mindspore==2.3.0) (0.45.1)\n",
      "Requirement already satisfied: six<2.0,>=1.6.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from astunparse>=1.6.3->mindspore==2.3.0) (1.17.0)\n",
      "Looking in indexes: http://repo.myhuaweicloud.com/repository/pypi/simple\n",
      "Requirement already satisfied: mindnlp==0.3.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (0.3.1)\n",
      "Requirement already satisfied: mindspore in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (2.3.0)\n",
      "Requirement already satisfied: tqdm in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (4.67.1)\n",
      "Requirement already satisfied: requests in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (2.32.3)\n",
      "Requirement already satisfied: datasets in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (3.5.0)\n",
      "Requirement already satisfied: evaluate in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.4.3)\n",
      "Requirement already satisfied: tokenizers in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.21.1)\n",
      "Requirement already satisfied: safetensors in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.5.3)\n",
      "Requirement already satisfied: sentencepiece in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.2.0)\n",
      "Requirement already satisfied: regex in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (2024.11.6)\n",
      "Requirement already satisfied: addict in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (2.4.0)\n",
      "Requirement already satisfied: ml-dtypes in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.5.1)\n",
      "Requirement already satisfied: pyctcdecode in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.5.0)\n",
      "Requirement already satisfied: jieba in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (0.42.1)\n",
      "Requirement already satisfied: pytest==7.2.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindnlp==0.3.1) (7.2.0)\n",
      "Requirement already satisfied: attrs>=19.2.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pytest==7.2.0->mindnlp==0.3.1) (25.3.0)\n",
      "Requirement already satisfied: iniconfig in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pytest==7.2.0->mindnlp==0.3.1) (2.1.0)\n",
      "Requirement already satisfied: packaging in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pytest==7.2.0->mindnlp==0.3.1) (25.0)\n",
      "Requirement already satisfied: pluggy<2.0,>=0.12 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pytest==7.2.0->mindnlp==0.3.1) (1.5.0)\n",
      "Requirement already satisfied: exceptiongroup>=1.0.0rc8 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pytest==7.2.0->mindnlp==0.3.1) (1.2.2)\n",
      "Requirement already satisfied: tomli>=1.0.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pytest==7.2.0->mindnlp==0.3.1) (2.2.1)\n",
      "Requirement already satisfied: filelock in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (3.18.0)\n",
      "Requirement already satisfied: numpy>=1.17 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (1.26.4)\n",
      "Requirement already satisfied: pyarrow>=15.0.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (19.0.1)\n",
      "Requirement already satisfied: dill<0.3.9,>=0.3.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (0.3.8)\n",
      "Requirement already satisfied: pandas in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (2.2.3)\n",
      "Requirement already satisfied: xxhash in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (3.5.0)\n",
      "Requirement already satisfied: multiprocess<0.70.17 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (0.70.16)\n",
      "Requirement already satisfied: fsspec<=2024.12.0,>=2023.1.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from fsspec[http]<=2024.12.0,>=2023.1.0->datasets->mindnlp==0.3.1) (2024.12.0)\n",
      "Requirement already satisfied: aiohttp in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (3.11.17)\n",
      "Requirement already satisfied: huggingface-hub>=0.24.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (0.30.2)\n",
      "Requirement already satisfied: pyyaml>=5.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from datasets->mindnlp==0.3.1) (6.0.2)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from requests->mindnlp==0.3.1) (3.4.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from requests->mindnlp==0.3.1) (3.10)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from requests->mindnlp==0.3.1) (2.4.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from requests->mindnlp==0.3.1) (2025.1.31)\n",
      "Requirement already satisfied: protobuf>=3.13.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore->mindnlp==0.3.1) (6.30.2)\n",
      "Requirement already satisfied: asttokens>=2.0.4 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore->mindnlp==0.3.1) (3.0.0)\n",
      "Requirement already satisfied: pillow>=6.2.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore->mindnlp==0.3.1) (11.2.1)\n",
      "Requirement already satisfied: scipy>=1.5.4 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore->mindnlp==0.3.1) (1.13.1)\n",
      "Requirement already satisfied: psutil>=5.6.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore->mindnlp==0.3.1) (7.0.0)\n",
      "Requirement already satisfied: astunparse>=1.6.3 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from mindspore->mindnlp==0.3.1) (1.6.3)\n",
      "Requirement already satisfied: pygtrie<3.0,>=2.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pyctcdecode->mindnlp==0.3.1) (2.5.0)\n",
      "Requirement already satisfied: hypothesis<7,>=6.14 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pyctcdecode->mindnlp==0.3.1) (6.131.6)\n",
      "Requirement already satisfied: wheel<1.0,>=0.23.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from astunparse>=1.6.3->mindspore->mindnlp==0.3.1) (0.45.1)\n",
      "Requirement already satisfied: six<2.0,>=1.6.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from astunparse>=1.6.3->mindspore->mindnlp==0.3.1) (1.17.0)\n",
      "Requirement already satisfied: aiohappyeyeballs>=2.3.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (2.6.1)\n",
      "Requirement already satisfied: aiosignal>=1.1.2 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (1.3.2)\n",
      "Requirement already satisfied: async-timeout<6.0,>=4.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (5.0.1)\n",
      "Requirement already satisfied: frozenlist>=1.1.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (1.6.0)\n",
      "Requirement already satisfied: multidict<7.0,>=4.5 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (6.4.3)\n",
      "Requirement already satisfied: propcache>=0.2.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (0.3.1)\n",
      "Requirement already satisfied: yarl<2.0,>=1.17.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from aiohttp->datasets->mindnlp==0.3.1) (1.20.0)\n",
      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from huggingface-hub>=0.24.0->datasets->mindnlp==0.3.1) (4.13.2)\n",
      "Requirement already satisfied: sortedcontainers<3.0.0,>=2.1.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from hypothesis<7,>=6.14->pyctcdecode->mindnlp==0.3.1) (2.4.0)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pandas->datasets->mindnlp==0.3.1) (2.9.0.post0)\n",
      "Requirement already satisfied: pytz>=2020.1 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pandas->datasets->mindnlp==0.3.1) (2025.2)\n",
      "Requirement already satisfied: tzdata>=2022.7 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pandas->datasets->mindnlp==0.3.1) (2025.2)\n",
      "Looking in indexes: http://repo.myhuaweicloud.com/repository/pypi/simple\n",
      "Requirement already satisfied: ipywidgets in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (8.1.6)\n",
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      "Requirement already satisfied: widgetsnbextension~=4.0.14 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipywidgets) (4.0.14)\n",
      "Requirement already satisfied: jupyterlab_widgets~=3.0.14 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipywidgets) (3.0.14)\n",
      "Requirement already satisfied: decorator in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipython>=6.1.0->ipywidgets) (5.2.1)\n",
      "Requirement already satisfied: jedi>=0.16 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipython>=6.1.0->ipywidgets) (0.19.2)\n",
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      "Requirement already satisfied: stack-data in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipython>=6.1.0->ipywidgets) (0.6.3)\n",
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      "Requirement already satisfied: exceptiongroup in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipython>=6.1.0->ipywidgets) (1.2.2)\n",
      "Requirement already satisfied: pexpect>4.3 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from ipython>=6.1.0->ipywidgets) (4.9.0)\n",
      "Requirement already satisfied: parso<0.9.0,>=0.8.4 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from jedi>=0.16->ipython>=6.1.0->ipywidgets) (0.8.4)\n",
      "Requirement already satisfied: ptyprocess>=0.5 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from pexpect>4.3->ipython>=6.1.0->ipywidgets) (0.7.0)\n",
      "Requirement already satisfied: wcwidth in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=6.1.0->ipywidgets) (0.2.13)\n",
      "Requirement already satisfied: executing>=1.2.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (2.2.0)\n",
      "Requirement already satisfied: asttokens>=2.1.0 in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (3.0.0)\n",
      "Requirement already satisfied: pure-eval in /home/ma-user/anaconda3/envs/python-3.9.0/lib/python3.9/site-packages (from stack-data->ipython>=6.1.0->ipywidgets) (0.2.3)\n"
     ]
    }
   ],
   "source": [
    "!pip install mindspore==2.3.0\n",
    "!pip install mindnlp==0.3.1\n",
    "!pip install -q decord\n",
    "!pip install ipywidgets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf066508-13f0-46f3-baef-8674e42aee4b",
   "metadata": {},
   "source": [
    "## 创建图像描述数据集\n",
    "\n",
    "接下来，我们将创建一个小型图像描述数据集，该数据集由（图像，文本）对组成。\n",
    "\n",
    "作为一名足球迷，我简单地访问了几位最著名的足球运动员的维基百科页面，并从各自的页面中获取了带有说明文字的图像。\n",
    "\n",
    "我们将按照[这里](https://huggingface.co/docs/datasets/main/en/image_dataset#image-captioning)的指南创建一个🤗 Dataset，它允许非常快速的处理。基本上，我们需要在包含图像的文件夹中添加一个metadata.jsonl文件。这个元数据文件包含了每张图像的描述文本。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "31a422a1-5419-46ca-9a35-42203383800d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fatal: destination path 'Toy_dataset' already exists and is not an empty directory.\n"
     ]
    }
   ],
   "source": [
    "!git clone https://github.com/wjy4399/Toy_dataset.git"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c2f88508-70d4-46ac-9a00-3e36534f6d4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "captions = [{\"file_name\": \"ronaldo.jpeg\", \"text\": \"Ronaldo with Portugal at the 2018 World Cup\"},\n",
    "{\"file_name\": \"messi.jpeg\", \"text\": \"Messi with Argentina at the 2022 FIFA World Cup\"},\n",
    "{\"file_name\": \"zidane.jpeg\", \"text\": \"Zinédine Zidane pendant la finale de la Coupe du monde 2006.\"},\n",
    "{\"file_name\": \"maradona.jpeg\", \"text\": \"Maradona after winning the 1986 FIFA World Cup with Argentina\"},\n",
    "{\"file_name\": \"ronaldo_.jpeg\", \"text\": \"Ronaldo won La Liga in his first season and received the Pichichi Trophy in his second.\"},\n",
    "{\"file_name\": \"pirlo.jpeg\", \"text\": \"Pirlo with Juventus in 2014\"},]\n",
    "# path to the folder containing the images\n",
    "root = \"Toy_dataset/\"\n",
    "# add metadata.jsonl file to this folder\n",
    "with open(root + \"metadata.jsonl\", 'w') as f:\n",
    "    for item in captions:\n",
    "        f.write(json.dumps(item) + \"\\n\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99207ea6-4488-4871-8658-07d18fb3d440",
   "metadata": {},
   "source": [
    "接下来，我们使用ImageFolder功能快速将其转换为🤗 Dataset。我们将指定这只是数据集的训练分割部分。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "175b30f9-df83-418c-9675-99b05a2184e0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "933bb4d75b3c41d9a2e27d7d69ffb022",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generating train split: 0 examples [00:00, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from datasets import load_dataset\n",
    "\n",
    "dataset = load_dataset(\"imagefolder\", data_dir=root, split=\"train\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b449a68a-01cd-41d1-a108-5ea841075799",
   "metadata": {},
   "source": [
    "让我们检查数据集是否创建正确："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4b78ccb6-d0bd-4afa-955b-597a6607765c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Dataset({\n",
       "    features: ['image', 'text'],\n",
       "    num_rows: 6\n",
       "})"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a20ed4a-a818-4be4-b6fa-5d1da41d3a85",
   "metadata": {},
   "source": [
    "让我们看一个例子："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5e29cb0f-a00a-4e40-8ca7-29948183ace6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=360x237>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "example = dataset[0]\n",
    "image = example[\"image\"]\n",
    "width, height = image.size\n",
    "display(image.resize((int(0.3*width), int(0.3*height))))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dc86b967-5be4-47f3-aef9-d159f988ce07",
   "metadata": {},
   "source": [
    "让我们检查它对应的描述文本："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d907b051-d1cb-4684-a6e7-44ff73579eb6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Ronaldo with Portugal at the 2018 World Cup'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "example[\"text\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0cd20b79-b3d9-4814-87e2-cd37f1274684",
   "metadata": {},
   "source": [
    "## 创建MindSpore数据集\n",
    "\n",
    "接下来，我们创建一个标准的[Mindspore数据集]。数据集的每个项目返回模型所需的输入，在这种情况下是`input_ids`、`attention_mask`和`pixel_values`。\n",
    "\n",
    "我们使用`GitProcessor`将每个（图像，文本）对转换为所需的输入。基本上，文本被转换为`input_ids`和`attention_mask`，而图像被转换为`pixel_values`。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "73e76a88-6857-45b5-8ede-058a5ca319a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "class ImageCaptioningDataset:\n",
    "    def __init__(self, dataset, processor):\n",
    "        self.dataset = dataset\n",
    "        self.processor = processor\n",
    "        \n",
    "        self.encoded_inputs_list = []\n",
    "        self.__get_encoded_inputs_list__()\n",
    "    \n",
    "    def __get_encoded_inputs_list__(self):\n",
    "        for idx in range(self.__len__()):\n",
    "            item = self.dataset[idx]\n",
    "            \n",
    "            encoding = self.processor(images=item[\"image\"], text=item[\"text\"], \n",
    "                                     padding=\"max_length\", return_tensors=\"np\")\n",
    "            \n",
    "            # 移除批次维度\n",
    "            encoding = {k:v.squeeze() for k,v in encoding.items()}\n",
    "            \n",
    "            # 将字典值转换为元组，以便与MindSpore数据集兼容\n",
    "            self.encoded_inputs_list.append(tuple(encoding.values()))\n",
    "    \n",
    "    def __len__(self):\n",
    "        return len(self.dataset)\n",
    "    \n",
    "    def __getitem__(self, idx):\n",
    "        # 直接返回预处理好的数据\n",
    "        return self.encoded_inputs_list[idx]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "81552508-3ee2-4fea-94d7-b0652f6314ea",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/ma-user/anaconda3/envs/python-3.10.0/lib/python3.10/site-packages/mindnlp/transformers/tokenization_utils_base.py:1526: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted, and will be then set to `False` by default. \n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "from mindnlp.transformers import AutoProcessor\n",
    "\n",
    "processor = AutoProcessor.from_pretrained(\"microsoft/git-base-coco\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b4bf6587-8893-4a5c-9fc8-2dd4783eee48",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "GitProcessor:\n",
       "- image_processor: CLIPImageProcessor {\n",
       "  \"_valid_processor_keys\": [\n",
       "    \"images\",\n",
       "    \"do_resize\",\n",
       "    \"size\",\n",
       "    \"resample\",\n",
       "    \"do_center_crop\",\n",
       "    \"crop_size\",\n",
       "    \"do_rescale\",\n",
       "    \"rescale_factor\",\n",
       "    \"do_normalize\",\n",
       "    \"image_mean\",\n",
       "    \"image_std\",\n",
       "    \"do_convert_rgb\",\n",
       "    \"return_tensors\",\n",
       "    \"data_format\",\n",
       "    \"input_data_format\"\n",
       "  ],\n",
       "  \"crop_size\": {\n",
       "    \"height\": 224,\n",
       "    \"width\": 224\n",
       "  },\n",
       "  \"do_center_crop\": true,\n",
       "  \"do_convert_rgb\": true,\n",
       "  \"do_normalize\": true,\n",
       "  \"do_rescale\": true,\n",
       "  \"do_resize\": true,\n",
       "  \"image_mean\": [\n",
       "    0.48145466,\n",
       "    0.4578275,\n",
       "    0.40821073\n",
       "  ],\n",
       "  \"image_processor_type\": \"CLIPImageProcessor\",\n",
       "  \"image_std\": [\n",
       "    0.26862954,\n",
       "    0.26130258,\n",
       "    0.27577711\n",
       "  ],\n",
       "  \"processor_class\": \"GitProcessor\",\n",
       "  \"resample\": 3,\n",
       "  \"rescale_factor\": 0.00392156862745098,\n",
       "  \"size\": {\n",
       "    \"shortest_edge\": 224\n",
       "  }\n",
       "}\n",
       "\n",
       "- tokenizer: BertTokenizerFast(name_or_path='microsoft/git-base-coco', vocab_size=30522, model_max_length=512, is_fast=True, padding_side='right', truncation_side='right', special_tokens={'unk_token': '[UNK]', 'sep_token': '[SEP]', 'pad_token': '[PAD]', 'cls_token': '[CLS]', 'mask_token': '[MASK]'}, clean_up_tokenization_spaces=True),  added_tokens_decoder={\n",
       "\t0: AddedToken(\"[PAD]\", rstrip=False, lstrip=False, single_word=False, normalized=False, special=True),\n",
       "\t100: AddedToken(\"[UNK]\", rstrip=False, lstrip=False, single_word=False, normalized=False, special=True),\n",
       "\t101: AddedToken(\"[CLS]\", rstrip=False, lstrip=False, single_word=False, normalized=False, special=True),\n",
       "\t102: AddedToken(\"[SEP]\", rstrip=False, lstrip=False, single_word=False, normalized=False, special=True),\n",
       "\t103: AddedToken(\"[MASK]\", rstrip=False, lstrip=False, single_word=False, normalized=False, special=True),\n",
       "}\n",
       "\n",
       "{\n",
       "  \"processor_class\": \"GitProcessor\"\n",
       "}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f5720730-5507-4d84-8a40-05a54cd159d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_dataset = ImageCaptioningDataset(dataset, processor)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01d471d7-8967-4055-acf2-2e3cab251d4d",
   "metadata": {},
   "source": [
    "让我们检查数据集的一个例子："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "bc0fdb0d-3ebc-4819-bb98-a8f4b0c61c0b",
   "metadata": {},
   "outputs": [],
   "source": [
    "encoded_inputs = train_dataset[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "973a5798-3130-49cd-95ff-37eb4f45c5bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "col_names = ['input_ids', 'attention_mask', 'pixel_values']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "f3328692-1261-417d-bd2e-4cd7e2b80f7e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input_ids (512,) int64\n",
      "attention_mask (512,) int64\n",
      "pixel_values (3, 224, 224) float32\n"
     ]
    }
   ],
   "source": [
    "for k,v in zip(col_names, encoded_inputs):\n",
    "    print(k, v.shape, v.dtype)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d9b0481e-35d1-41c3-892e-2dd3bacd530f",
   "metadata": {},
   "source": [
    "## 创建MindSpore DataLoader\n",
    "\n",
    "接下来，我们创建一个相应的MindSpore DataLoader，它允许我们从数据集中获取数据批次。\n",
    "\n",
    "我们需要这个，因为神经网络（如GIT）是在数据批次上进行训练的，使用随机梯度下降（SGD）方法。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "94d48cd2-be64-44d5-9001-d348a954a66f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[CLS] ronaldo with portugal at the 2018 world cup [SEP] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD]\n"
     ]
    }
   ],
   "source": [
    "print(processor.tokenizer.decode(encoded_inputs[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "b878b6b8-42c7-44d3-a57d-b20b4af8f53d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from mindspore.dataset import GeneratorDataset\n",
    "\n",
    "train_dataloader = GeneratorDataset(train_dataset, shuffle=True, column_names=col_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "baab5d7e-d7e2-4e9b-8e5b-35f6ad002d83",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['input_ids', 'attention_mask', 'pixel_values']"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "batch_size = 2\n",
    "train_dataloader = train_dataloader.batch(batch_size)\n",
    "train_dataloader.get_col_names()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "f8fdfda1-27d7-4240-8438-cb1c3186c479",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "input_ids (2, 512) mindspore.int64\n",
      "attention_mask (2, 512) mindspore.int64\n",
      "pixel_values (2, 3, 224, 224) mindspore.float32\n"
     ]
    }
   ],
   "source": [
    "dict_iterator0 = train_dataloader.create_dict_iterator()\n",
    "datas = next(dict_iterator0)\n",
    "for k,v in datas.items():\n",
    "    print(k, v.shape, v.dtype)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7e11c73c-8be5-443d-b45b-d3f5f1ae8c5b",
   "metadata": {},
   "source": [
    "让我们检查一个批次，并进行一些合理性检查。例如，我们可以将input_ids解码回文本："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "748fe968-06eb-43d1-8b02-e55a288db459",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[MS_ALLOC_CONF]Runtime config:  enable_vmm:True  vmm_align_size:2MB\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'[CLS] pirlo with juventus in 2014 [SEP] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD] [PAD]'"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processor.decode(datas[\"input_ids\"][0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a381a176-418c-4908-916d-907b3a9ba055",
   "metadata": {},
   "source": [
    "我们可以“去归一化”像素值以恢复图像："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "537ca9a2-082d-408f-89a8-ebb7f17e8df8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=224x224>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from PIL import Image\n",
    "import numpy as np\n",
    "\n",
    "MEAN = np.array([123.675, 116.280, 103.530]) / 255\n",
    "STD = np.array([58.395, 57.120, 57.375]) / 255\n",
    "\n",
    "unnormalized_image = (datas[\"pixel_values\"][0].numpy() * np.array(STD)[:, None, None]) + np.array(MEAN)[:, None, None]\n",
    "unnormalized_image = (unnormalized_image * 255).astype(np.uint8)\n",
    "unnormalized_image = np.moveaxis(unnormalized_image, 0, -1)\n",
    "Image.fromarray(unnormalized_image)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afcb11a0-e867-4b67-950b-aa1096377b25",
   "metadata": {},
   "source": [
    "看起来不错！检查你的数据总是很重要 ;) 有关训练神经网络时的提示，请参阅这篇[博客](http://karpathy.github.io/2019/04/25/recipe/) ，其中提供了很好的概述。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36923560-1c19-45e0-8458-da967f3730d2",
   "metadata": {},
   "source": [
    "## 定义模型\n",
    "\n",
    "接下来，我们实例化一个模型。我们从预训练的GIT-base模型开始（该模型已经由微软在400万对图像-文本上进行了预训练）。\n",
    "\n",
    "当然，您也可以从[模型库](https://huggingface.co/models?other=git)开始微调其他GIT模型。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "ef85c0fe-e47d-4ca1-9f7d-dd2bebb50cb5",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "GitForCausalLM has generative capabilities, as `prepare_inputs_for_generation` is explicitly overwritten. However, it doesn't directly inherit from `GenerationMixin`.`PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.\n",
      "  - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).\n",
      "  - If you are not the owner of the model architecture class, please contact the model code owner to update it.\n"
     ]
    }
   ],
   "source": [
    "from mindnlp.transformers import AutoModelForCausalLM\n",
    "\n",
    "model = AutoModelForCausalLM.from_pretrained(\"microsoft/git-base-coco\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2132009-a46c-4add-916e-4fa83b044012",
   "metadata": {},
   "source": [
    "## 虚拟前向传播\n",
    "\n",
    "检查批次上的初始损失总是很好的做法。请参阅上面的博客。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "45d6a491-34db-47d0-bf2c-b54a23ecb09e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Tensor(shape=[], dtype=Float32, value= 12.2571)"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "outputs = model(input_ids=datas[\"input_ids\"],\n",
    "                attention_mask=datas[\"attention_mask\"],\n",
    "                pixel_values=datas[\"pixel_values\"],\n",
    "                labels=datas[\"input_ids\"])\n",
    "outputs.loss"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5db88159-b1e8-4ebf-afb6-43274db22098",
   "metadata": {},
   "source": [
    "## 训练模型\n",
    "\n",
    "接下来，让我们训练模型！我们在这里使用原生的MindSpore。\n",
    "\n",
    "由于我创建了一个非常小的数据集仅用于演示目的，我们将让模型过拟合这个数据集。如果它能够过拟合（即达到零损失），那么这就是确认一切正常工作的好方法。请参阅上面的博客。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "510ef380-65e2-49b9-9cda-5534508d9d08",
   "metadata": {},
   "outputs": [],
   "source": [
    "from mindnlp.core.optim import AdamW\n",
    "optimizer = AdamW(model.trainable_params(), lr =5e-5)\n",
    "\n",
    "global_step = 0\n",
    "num_train_epochs = 50"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "eb4f752b-a05c-4809-b271-2324abad7a37",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "GitForCausalLM(\n",
       "  (git): GitModel(\n",
       "    (embeddings): GitEmbeddings(\n",
       "      (word_embeddings): Embedding(30522, 768, padding_idx=0)\n",
       "      (position_embeddings): Embedding(1024, 768)\n",
       "      (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
       "      (dropout): Dropout(p=0.1, inplace=False)\n",
       "    )\n",
       "    (image_encoder): GitVisionModel(\n",
       "      (vision_model): GitVisionTransformer(\n",
       "        (embeddings): GitVisionEmbeddings(\n",
       "          (patch_embedding): Conv2d(3, 768, kernel_size=(16, 16), stride=(16, 16), bias=False)\n",
       "          (position_embedding): Embedding(197, 768)\n",
       "        )\n",
       "        (pre_layrnorm): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
       "        (encoder): GitVisionEncoder(\n",
       "          (layers): ModuleList(\n",
       "            (0-11): 12 x GitVisionEncoderLayer(\n",
       "              (self_attn): GitVisionAttention(\n",
       "                (k_proj): Linear (768 -> 768)\n",
       "                (v_proj): Linear (768 -> 768)\n",
       "                (q_proj): Linear (768 -> 768)\n",
       "                (out_proj): Linear (768 -> 768)\n",
       "              )\n",
       "              (layer_norm1): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
       "              (mlp): GitVisionMLP(\n",
       "                (activation_fn): QuickGELU()\n",
       "                (fc1): Linear (768 -> 3072)\n",
       "                (fc2): Linear (3072 -> 768)\n",
       "              )\n",
       "              (layer_norm2): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
       "            )\n",
       "          )\n",
       "        )\n",
       "        (post_layernorm): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
       "      )\n",
       "    )\n",
       "    (encoder): GitEncoder(\n",
       "      (layer): ModuleList(\n",
       "        (0-5): 6 x GitLayer(\n",
       "          (attention): GitAttention(\n",
       "            (self): GitSelfAttention(\n",
       "              (query): Linear (768 -> 768)\n",
       "              (key): Linear (768 -> 768)\n",
       "              (value): Linear (768 -> 768)\n",
       "              (dropout): Dropout(p=0.1, inplace=False)\n",
       "            )\n",
       "            (output): GitSelfOutput(\n",
       "              (dense): Linear (768 -> 768)\n",
       "              (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
       "              (dropout): Dropout(p=0.1, inplace=False)\n",
       "            )\n",
       "          )\n",
       "          (intermediate): GitIntermediate(\n",
       "            (dense): Linear (768 -> 3072)\n",
       "            (intermediate_act_fn): GELU(approximate='none')\n",
       "          )\n",
       "          (output): GitOutput(\n",
       "            (dense): Linear (3072 -> 768)\n",
       "            (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
       "            (dropout): Dropout(p=0.1, inplace=False)\n",
       "          )\n",
       "        )\n",
       "      )\n",
       "    )\n",
       "    (visual_projection): GitProjection(\n",
       "      (visual_projection): Sequential(\n",
       "        (0): Linear (768 -> 768)\n",
       "        (1): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
       "      )\n",
       "    )\n",
       "  )\n",
       "  (output): Linear (768 -> 30522)\n",
       ")"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.train()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b491c369-7b48-464f-bc1a-edb8cf632141",
   "metadata": {},
   "outputs": [],
   "source": [
    "from mindnlp.core.autograd import value_and_grad\n",
    "\n",
    "def forward_fn(batch):\n",
    "    # get the inputs;\n",
    "    input_ids = batch['input_ids']\n",
    "    pixel_values=batch[\"pixel_values\"]\n",
    "    attention_mask = batch[\"attention_mask\"] \n",
    "    outputs = model(input_ids=input_ids,\n",
    "                    pixel_values=pixel_values,\n",
    "                    attention_mask=attention_mask,\n",
    "                    labels=input_ids) \n",
    "    loss = outputs.loss\n",
    "    \n",
    "    return loss\n",
    "\n",
    "grad_fn = value_and_grad(forward_fn, model.trainable_params(), attach_grads=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "a7fdc499-5450-4748-a9ab-ad7cd62557c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch: 0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 0 steps: 9.065927505493164\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:01, 31.02s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 1 steps: 8.42495059967041\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:31, 30.53s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 2 steps: 8.293713569641113\n",
      "Epoch: 1\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 3 steps: 8.16295337677002\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:59, 29.85s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 4 steps: 8.013680458068848\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.11s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 5 steps: 7.883572578430176\n",
      "Epoch: 2\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 6 steps: 7.807605266571045\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 7 steps: 7.67081356048584\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.20s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 8 steps: 7.571207523345947\n",
      "Epoch: 3\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 9 steps: 7.463897228240967\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 10 steps: 7.354569911956787\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.32s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 11 steps: 7.251770496368408\n",
      "Epoch: 4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.94s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 12 steps: 7.140876293182373\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:59, 29.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 13 steps: 7.0416154861450195\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:29, 29.85s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 14 steps: 6.911705017089844\n",
      "Epoch: 5\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.78s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 15 steps: 6.817172050476074\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:01, 30.59s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 16 steps: 6.7176666259765625\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.30s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 17 steps: 6.586129188537598\n",
      "Epoch: 6\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:31, 31.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 18 steps: 6.488780975341797\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 19 steps: 6.357933044433594\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:31, 30.36s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 20 steps: 6.283557415008545\n",
      "Epoch: 7\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.10s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 21 steps: 6.177975654602051\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.55s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 22 steps: 6.05144739151001\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:31, 30.48s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 23 steps: 5.909559726715088\n",
      "Epoch: 8\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.39s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 24 steps: 5.832393169403076\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.35s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 25 steps: 5.6827311515808105\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:31, 30.38s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 26 steps: 5.628084659576416\n",
      "Epoch: 9\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.89s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 27 steps: 5.523305892944336\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.26s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 28 steps: 5.40615177154541\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.12s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 29 steps: 5.213799476623535\n",
      "Epoch: 10\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 30 steps: 5.169363498687744\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.26s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 31 steps: 5.011143207550049\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.24s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 32 steps: 4.951472282409668\n",
      "Epoch: 11\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 33 steps: 4.818099498748779\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 34 steps: 4.752132892608643\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.14s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 35 steps: 4.556360244750977\n",
      "Epoch: 12\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.84s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 36 steps: 4.49650239944458\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:59, 30.01s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 37 steps: 4.385390281677246\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:29, 29.77s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 38 steps: 4.21909761428833\n",
      "Epoch: 13\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 39 steps: 4.173262596130371\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:59, 29.99s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 40 steps: 3.970686435699463\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.14s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 41 steps: 3.927945613861084\n",
      "Epoch: 14\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 42 steps: 3.8027923107147217\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:01, 30.72s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 43 steps: 3.6822011470794678\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:32, 30.72s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 44 steps: 3.568167209625244\n",
      "Epoch: 15\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.95s/it]"
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     "text": [
      "Loss after 45 steps: 3.4331910610198975\n"
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    },
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     "text": [
      "Loss after 46 steps: 3.3472073078155518\n"
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    },
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     "text": [
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     "text": [
      "Loss after 47 steps: 3.260338544845581\n",
      "Epoch: 16\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 48 steps: 3.154568672180176\n"
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    },
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     "text": [
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     "text": [
      "Loss after 49 steps: 2.9715402126312256\n"
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     "text": [
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     "text": [
      "Loss after 50 steps: 2.9153964519500732\n",
      "Epoch: 17\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 51 steps: 2.751758575439453\n"
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    },
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     "text": [
      "Loss after 52 steps: 2.6899890899658203\n"
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     "text": [
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     "text": [
      "Loss after 53 steps: 2.6060171127319336\n",
      "Epoch: 18\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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     "text": [
      "Loss after 56 steps: 2.2664201259613037\n",
      "Epoch: 19\n"
     ]
    },
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     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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      "Epoch: 20\n"
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    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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      "Epoch: 21\n"
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    },
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     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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     "text": [
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      "Epoch: 22\n"
     ]
    },
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     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
      "Loss after 68 steps: 1.187151312828064\n",
      "Epoch: 23\n"
     ]
    },
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     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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     "text": [
      "Loss after 71 steps: 0.9577573537826538\n",
      "Epoch: 24\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
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     ]
    },
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     "text": [
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     "text": [
      "Loss after 73 steps: 0.8707252144813538\n"
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     "text": [
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     "text": [
      "Loss after 74 steps: 0.795368492603302\n",
      "Epoch: 25\n"
     ]
    },
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     "output_type": "stream",
     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
      "Loss after 77 steps: 0.6718136668205261\n",
      "Epoch: 26\n"
     ]
    },
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     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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     "text": [
      "Loss after 80 steps: 0.5508196949958801\n",
      "Epoch: 27\n"
     ]
    },
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     "output_type": "stream",
     "text": [
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     "text": [
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    },
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     "text": [
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     "text": [
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     "text": [
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     "text": [
      "Loss after 83 steps: 0.45984041690826416\n",
      "Epoch: 28\n"
     ]
    },
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     "text": [
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     "text": [
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     "text": [
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     "text": [
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     "text": [
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    {
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     "text": [
      "Loss after 86 steps: 0.3843059539794922\n",
      "Epoch: 29\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 87 steps: 0.34499475359916687\n"
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    },
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     "text": [
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     "text": [
      "Loss after 88 steps: 0.3223034143447876\n"
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     "text": [
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    {
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     "text": [
      "Loss after 89 steps: 0.32699814438819885\n",
      "Epoch: 30\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 90 steps: 0.2884945273399353\n"
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    },
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     "text": [
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    {
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     "text": [
      "Loss after 91 steps: 0.2929944097995758\n"
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     "text": [
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    {
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     "text": [
      "Loss after 92 steps: 0.2648010551929474\n",
      "Epoch: 31\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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    {
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     "text": [
      "Loss after 93 steps: 0.250153511762619\n"
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    },
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     "text": [
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     "text": [
      "Loss after 94 steps: 0.2383788824081421\n"
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     "text": [
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    {
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     "text": [
      "Loss after 95 steps: 0.24277131259441376\n",
      "Epoch: 32\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 96 steps: 0.21519970893859863\n"
     ]
    },
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     "text": [
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     "text": [
      "Loss after 97 steps: 0.22285735607147217\n"
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    },
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     "text": [
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    {
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     "text": [
      "Loss after 98 steps: 0.20001204311847687\n",
      "Epoch: 33\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 99 steps: 0.18993787467479706\n"
     ]
    },
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     "text": [
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     "text": [
      "Loss after 100 steps: 0.18304461240768433\n"
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    },
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     "text": [
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    {
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     "text": [
      "Loss after 101 steps: 0.19094929099082947\n",
      "Epoch: 34\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 102 steps: 0.16915741562843323\n"
     ]
    },
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 103 steps: 0.1631990522146225\n"
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     "text": [
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    {
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     "text": [
      "Loss after 104 steps: 0.17212523519992828\n",
      "Epoch: 35\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 105 steps: 0.16475757956504822\n"
     ]
    },
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     "text": [
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     "text": [
      "Loss after 106 steps: 0.14825625717639923\n"
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     "text": [
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    {
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     "text": [
      "Loss after 107 steps: 0.14253731071949005\n",
      "Epoch: 36\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     "text": [
      "Loss after 108 steps: 0.13726414740085602\n"
     ]
    },
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     "text": [
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     "text": [
      "Loss after 109 steps: 0.14647693932056427\n"
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     "text": [
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     "text": [
      "Loss after 110 steps: 0.13168631494045258\n",
      "Epoch: 37\n"
     ]
    },
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     "text": [
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     "text": [
      "Loss after 111 steps: 0.1392091065645218\n"
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     "text": [
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     "output_type": "stream",
     "text": [
      "Loss after 112 steps: 0.12249387055635452\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.20s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 113 steps: 0.12037944793701172\n",
      "Epoch: 38\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 114 steps: 0.1167619377374649\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.00s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 115 steps: 0.11530955880880356\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:31, 30.44s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 116 steps: 0.12134409695863724\n",
      "Epoch: 39\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 117 steps: 0.1170339435338974\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.06s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 118 steps: 0.1207583025097847\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:29, 29.99s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 119 steps: 0.10606683045625687\n",
      "Epoch: 40\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.12s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 120 steps: 0.10028679668903351\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.04s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 121 steps: 0.10101254284381866\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.08s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 122 steps: 0.11029678583145142\n",
      "Epoch: 41\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.66s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 123 steps: 0.09850713610649109\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 124 steps: 0.10272006690502167\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:31, 30.52s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 125 steps: 0.09320767968893051\n",
      "Epoch: 42\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.46s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 126 steps: 0.09350321441888809\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:59, 29.64s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 127 steps: 0.08805336803197861\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:28, 29.62s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 128 steps: 0.09742731600999832\n",
      "Epoch: 43\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.50s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 129 steps: 0.09334572404623032\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:59, 30.04s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 130 steps: 0.08327750116586685\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.11s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 131 steps: 0.08235760033130646\n",
      "Epoch: 44\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.11s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 132 steps: 0.07984835654497147\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 133 steps: 0.08805875480175018\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.14s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 134 steps: 0.07692563533782959\n",
      "Epoch: 45\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:29, 29.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 135 steps: 0.07646998763084412\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 136 steps: 0.07494240254163742\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.13s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 137 steps: 0.07985523343086243\n",
      "Epoch: 46\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 138 steps: 0.07317690551280975\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 29.98s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 139 steps: 0.07707379758358002\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:29, 29.86s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 140 steps: 0.06948451697826385\n",
      "Epoch: 47\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 141 steps: 0.07507594674825668\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 142 steps: 0.06733966618776321\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.26s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 143 steps: 0.06727617233991623\n",
      "Epoch: 48\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:31, 31.10s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 144 steps: 0.06549022346735\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 145 steps: 0.0637931376695633\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.09s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 146 steps: 0.07028262317180634\n",
      "Epoch: 49\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:30, 30.03s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 147 steps: 0.06266003102064133\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [01:00, 30.15s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 148 steps: 0.06806033104658127\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [01:30, 30.12s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loss after 149 steps: 0.06014471873641014\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "from tqdm import tqdm\n",
    "\n",
    "# put the model in training mode\n",
    "model.set_train(True)\n",
    "\n",
    "for epoch in range(num_train_epochs):  \n",
    "    print(\"Epoch:\", epoch)\n",
    "    for batch in tqdm(train_dataloader.create_dict_iterator()):\n",
    "        optimizer.zero_grad()\n",
    "        # forward, backward + optimize\n",
    "        loss = grad_fn(batch)\n",
    "        optimizer.step()\n",
    "        # print loss every 1 steps\n",
    "        if global_step % 1 == 0:\n",
    "            print(f\"Loss after {global_step} steps: {loss.item()}\")\n",
    "\n",
    "        global_step += 1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3684d55c-7f15-40f5-bc2f-e649f77efa8a",
   "metadata": {},
   "source": [
    "## 推理\n",
    "\n",
    "现在我们已经训练了模型，让我们加载马拉多纳的图像并对其进行推理。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "a5754fff-8e88-419e-9571-85f6b8475f01",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=345x505>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# load image\n",
    "example = dataset[3]\n",
    "image = example[\"image\"]\n",
    "width, height = image.size\n",
    "display(image.resize((int(0.9*width), int(0.9*height))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "ad07a874-012d-45e0-9a4e-b6f023cda3ad",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "maradona after winning the 1986 fifa world cup with argentina\n"
     ]
    }
   ],
   "source": [
    "inputs = processor(images=image, return_tensors=\"ms\")\n",
    "pixel_values = inputs.pixel_values\n",
    "generated_ids = model.generate(pixel_values=pixel_values, max_length=80)\n",
    "generated_caption = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]\n",
    "print(generated_caption)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ea77532-19d2-430a-848f-eef0269c18e1",
   "metadata": {},
   "source": [
    "太好了！我们已经成功地在我们的小型（图像，文本）数据集上微调了GIT，以生成足球运动员图像的描述。"
   ]
  }
 ],
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